First Release of Ontolearn

Features

• Properly check domain inclusion in the ConceptGenerator
• Add Top-Level CNF/DNF conversion

Fixes

• Fix OCEL (still not equivalent of the DL-Learner implementation)
• Fix a bug in the DLSyntaxParser to correctly parse Thing/Nothing
• Multiple fits for EvoLearner on datasets with data properties
• Correctly filter super properties in the OWLReasoner_Owlready2

Maintenance

• Use closed world behaviour for negations per default (FastInstanceChecker)

Todos for the next release

• Integrate (https://gradio.app/quickstart/) as done in https://github.com/dice-group/dice-embeddings. By this, we can increase the usability of our framework (CD).
• Remove ontolearn/endpoint as an endpoint does not belong to ontolearn but a particular application of it (CD).
• Update https://ontolearn-docs-dice-group.netlify.app/ (CD).
• Allow classification of new individuals that are not part of the existing knowledge base (#213, #233) (LB).
• Add support for sub-properties to the FastInstanceChecker/OWLReasoner_Owlready2 (as an option) (LB).